US7355745B2 - Document-to-printer color gamut matching - Google Patents

Document-to-printer color gamut matching Download PDF

Info

Publication number
US7355745B2
US7355745B2 US09/835,163 US83516301A US7355745B2 US 7355745 B2 US7355745 B2 US 7355745B2 US 83516301 A US83516301 A US 83516301A US 7355745 B2 US7355745 B2 US 7355745B2
Authority
US
United States
Prior art keywords
color
printer
document
colors
space
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Expired - Fee Related, expires
Application number
US09/835,163
Other versions
US20020149786A1 (en
Inventor
Kevin R. Hudson
Huanzhoa Zeng
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Hewlett Packard Development Co LP
Original Assignee
Hewlett Packard Co
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Hewlett Packard Co filed Critical Hewlett Packard Co
Priority to US09/835,163 priority Critical patent/US7355745B2/en
Assigned to HEWLETT-PACKARD COMPANY reassignment HEWLETT-PACKARD COMPANY ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: HUDSON, KEVIN R., ZENG, HUANZHAO
Publication of US20020149786A1 publication Critical patent/US20020149786A1/en
Assigned to HEWLETT-PACKARD DEVELOPMENT COMPANY L.P. reassignment HEWLETT-PACKARD DEVELOPMENT COMPANY L.P. ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: HEWLETT-PACKARD COMPANY
Application granted granted Critical
Publication of US7355745B2 publication Critical patent/US7355745B2/en
Adjusted expiration legal-status Critical
Expired - Fee Related legal-status Critical Current

Links

Images

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/46Colour picture communication systems
    • H04N1/56Processing of colour picture signals
    • H04N1/60Colour correction or control
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/46Colour picture communication systems
    • H04N1/56Processing of colour picture signals
    • H04N1/60Colour correction or control
    • H04N1/603Colour correction or control controlled by characteristics of the picture signal generator or the picture reproducer
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/46Colour picture communication systems
    • H04N1/56Processing of colour picture signals
    • H04N1/60Colour correction or control
    • H04N1/6058Reduction of colour to a range of reproducible colours, e.g. to ink- reproducible colour gamut

Definitions

  • This invention concerns document-to-printer color gamut matching. More particularly, this invention relates to the discovery of the color gamut information associated with each of a plurality of printers; to the evaluation and selection of a printer, and a color map on that printer, which is most appropriate to print the document; and to custom document color gamut to printer color gamut mapping.
  • the color gamut of a typical CRT monitor far exceeds that of a printer. Some exceptions may be found in the extreme yellow and cyan-green areas where a printer may have slightly more color range than many monitors. Nevertheless, it follows that a document composed on a monitor may contain colors that cannot be reproduced on a printer. This condition can result in mismatches between the composed document and the printed document.
  • Gamut mapping is a process by which the colors found within a document to be printed are converted by a mapping process into a printer's device colors.
  • a printer's color gamut would include the printer's device colors, as well as colors that could reasonably be mapped to device colors. Therefore, gamut mapping increases the ability of printers to print documents having a diverse color gamut.
  • the rendering intent may be accuracy.
  • colors within the document that are also within the printer's device colors are reproduced unchanged; other colors are mapped as little as possible to bring them within the printer's device colors.
  • the rendering intent may be perceptual.
  • colors not within the printer's device colors are mapped onto device colors, and colors within the printer's device colors are mapped to other device colors, thereby preserving some of the relative spacing between colors.
  • Such a strategy tends to preserve the perception of color transitions, but is less successful at preserving accuracy.
  • a related problem may result where the region corresponding to the device colors of a printer exceed the requirements of a document to be printed.
  • the gamut mapping may needlessly and automatically be employed, resulting in undesired gamut compression.
  • printers' generalized gamut mapping algorithms tend to result in color errors related to accuracy, perception and combinations of both. Accordingly, it would be beneficial to develop a document-to-printer color gamut matching system that provides a better match between the color gamut requirements of a document and the color gamut space of a printer.
  • a document-to-printer color gamut matching system and method of use allows comparison of the color space of a document to be printed with at least two color gamuts associated with at least one printer, and assists in the selection of the color gamut and printer that will result in the best print output.
  • an analysis is performed on the color gamut requirements of a document to be printed.
  • the document's requirements are typically analyzed in terms of a device independent color space, such as CIELab.
  • the color gamut requirements of the document are evaluated for fit with respect to at least two gamuts associated with at least one printer.
  • the printer gamuts are obtained from libraries that are regularly maintained in response to changes in the availability of printers, and to changes in the color maps present on any given printer.
  • the gamut libraries include gamut-mapping tables typically based on maximizing some combination of absolute colorimetric, perceptual- and saturation-based rendering intents, wherein a rendering intent controls trade-offs made during the rendering process.
  • the color gamut information associated with each printer may be obtained and stored in a variety of manners. Each printer's gamut information may be obtained from the printer's manufacturer, based on product, model or technology, or may be obtained from each printer in real-time by analyzing the data obtained by sensors located along the paper path.
  • Boundary analysis on the color gamuts of the document and the printers is performed.
  • the boundary analysis is preformed by calculation using an algorithm, whereby a sampling of input color values and measured output values are compared.
  • a fit analysis is performed on the boundaries to determine which color gamut is the best fit for the document to be printed.
  • the fit analysis typically compares gamut volumes in CIELab space; statistical variations between boundaries; a percentage of document colors found within a printer's color gamut; or other test.
  • Preferences of the document's author are taken into account during the fit analysis.
  • the document's author may prioritize perceptual-, accuracy- and relative-based rendering intent.
  • the document's author may also preview on a CRT or other output device approximations of the document's printed appearance based on one or more printer's gamuts.
  • Custom gamut mapping may be used to create a color map for a printer if no printer's gamut is sufficiently close to the document's requirements.
  • the color gamut is typically created for the printer having device colors that are closest to the requirements of the document.
  • FIG. 1 is a block diagram illustrating an exemplary printing environment.
  • FIG. 2 is a diagram illustrating sensors within the paper path of a printer used to collect color data from printed media.
  • FIG. 3 is a diagram representing CIELab color space, showing the color gamuts of two exemplary printers, and a document to be printed.
  • FIG. 4 is a diagram illustrating a gamut mapping strategy based on absolute colorimetric ICC rendering intent.
  • FIG. 5 is a diagram illustrating a gamut mapping strategy based on ICC perceptual rendering intent.
  • FIG. 6 is a diagram illustrating a custom rendering intent.
  • FIG. 7 is a block diagram illustrating the relationship between exemplary software structures supporting the functionality of document-to-printer color gamut matching.
  • FIG. 8 is a flow diagram illustrating a method of document-to-printer color gamut matching.
  • a document-to-printer color gamut matching system whereby the color gamut required to print a document may be compared to at least two color gamuts of at least one printer in a manner that allows selection of the color gamut and printer that will result in the best print output.
  • information related to the document to be printed and information describing the color gamut(s) that each available printer is capable of printing are compared.
  • Each printer's gamut information may be obtained from the printer's manufacturer, based on product model or technology type, or may be obtained and updated from each printer in real-time by analysis of the data obtained by sensors located along the paper path.
  • Some printers may have a plurality of color gamuts, wherein each gamut is supported by a color map based on a particular rendering intent.
  • the color gamut information may be stored within the printer's profile, and may be located in the printer, a printer server or other device. Each color gamut is evaluated to determine suitability for use with the document.
  • the document-to-printer gamut matching system may provide the author of the document with a number of candidate printers best matched to the printing of the document depending on the rendering intent of the author; e.g. absolute colorimetric, perceptual- or saturation-based rendering intent. Alternatively, the gamut matching system may select a printer based on an algorithm or an expert system. If no gamut is sufficiently close to the document's requirements, a printer having characteristics most easily modifiable to the requirements of the document may be selected, and a custom color map may be generated to result in a color output that is satisfactory.
  • FIG. 1 illustrates a printing system adapted for use with a document-to-printer color gamut matching system.
  • the printing system is defined within an environment that includes a plurality of devices connected to a network 100 .
  • the printing environment of FIG. 1 is generalized, in the sense that a similar printing environment can comprise any number of servers, workstations, and printers that are coupled to one another via a data communication network 100 .
  • Network 100 can be any type of network, such as a local area network (LAN) or a wide area network (WAN), using any type of network topology and any network communication protocol.
  • LAN local area network
  • WAN wide area network
  • the network may have tens or hundreds of devices coupled to one another.
  • the network may be coupled to one or more other networks, thereby providing coupling between a greater number of devices. Such can be the case, for example, when networks are coupled together via the Internet.
  • a workstation 102 is representative of a number of workstations that may be connected to the network. As seen in FIG. 1 , the workstation may have a document 104 having color information that an author desires to print. At least one print server 106 is typically available to coordinate the printing of documents sent by the workstation.
  • the print server may include a color gamut map library 108 , including a plurality of color maps 110 .
  • a plurality of printers 112 is connected to the network.
  • the printers are color ink jet printers.
  • color output devices based on color laser, CRT, liquid crystal or other technologies could be substituted.
  • each printer may have a library 114 including at least one color map 116 .
  • the color maps 110 , 116 associated with each printer may be obtained and stored in a variety of manners.
  • Each printer's gamut boundary may be constructed from the printer's color map.
  • a printer might be configured with appropriate sensors so that gamut boundaries can be constructed in real time in response to actual printing characteristics of the printer.
  • the color gamut information may be stored in the printer's profile.
  • a printer profile is a data structure enumerating the printer's characteristics. The profile may be stored on the printer, a printer server or other location.
  • FIG. 2 shows a sensor array 200 contained in the paper path of a printer 112 , and used to collect data in real time from a color document 202 as it is printed.
  • Color information obtained from the sensors provides the data needed to update in real-time the extent of the “device colors,” i.e. the colors the printer can actually print.
  • the gamut over which the device colors extend is influenced by temperature, humidity, printer condition, the age and quality of the ink and other factors. As a result, use of the sensor array allows the extent of the color space of the device colors to be carefully monitored.
  • the gamut boundaries may be continuously updated.
  • the color maps function to map a desired color within the printer's gamut to one of the device colors.
  • the device color to which the document color is mapped is determined by the rendering intent governing trade-offs made during the construction of the color map. If the color space of the device colors changes, a desired device color may not be available, and the gamut boundaries must be changed accordingly. For example, if the gamut boundaries of the device colors recedes somewhat, the color maps should be updated, to allow mapping of gamut colors to device colors that can actually be printed. Failure to update the color maps in response to changes in the device colors results in a faulty mapping process, by which one color that the printer cannot accurately print is mapped to another such color. This results in a reduction of printer accuracy and print quality.
  • Information from the sensors allows association of CIELab color values with actual color output.
  • the range of the color space of the device colors can be monitored in real time with respect to an objective standard.
  • the color maps may then be modified, if needed, to result in most advantageous use of the device colors currently available.
  • Sensor array 200 includes an LED 204 that illuminates the printed document 202 .
  • the sensor array of FIG. 2 also has first and second light-to-voltage converters 206 and 208 .
  • First light-to-voltage converter 206 is exposed to diffuse light moving generally perpendicularly to the color document.
  • Second light-to-voltage converter 208 is exposed to specular light moving from the paper at an angle equal to the angle of incidence.
  • Use of such measurements allows calculation of the color space of the printer's device colors, and allows color maps 110 , 116 to be updated periodically. The measurements also allow comparison of the document color space and device colors.
  • FIG. 3 illustrates CIELab color space 300 , which is more properly known as 1976 CIE L*a*b* Space.
  • CIELab is the second of two standards adopted by the CIE in 1976 as color models that illustrate uniform color spacing in their values.
  • FIG. 3 shows the color gamuts of two exemplary printers and a document to be printed, in a three-dimensional view in which an L-axis corresponds to lightness; an a-axis is reddish at one end and greenish at the other; and a b-axis is yellowish at one end and bluish at the other.
  • a closed curve 302 represents a three-dimensional form enclosing the color gamut required for ideal printing of a document.
  • a second closed curve 304 represents the color gamut exhibited by a printer chosen from among those on the network 100 having the ability to print the document.
  • a third closed curve 306 represents a three-dimensional form enclosing the color gamut exhibited by a printer not having the ability to print the document.
  • the third three-dimensional form 306 is entirely within, i.e. a subset of, the form 302 required for ideal printing of the document; therefore, the printer associated with form 306 would be unable to print the document in an ideal manner.
  • FIG. 4 shows a gamut mapping strategy 400 based on an absolute colorimetric rendering intent.
  • FIG. 4 can be best visualized as a two-dimensional slice of CIELab space similar to that of FIG. 3 , showing only the horizontal a-axis 402 and the vertical L-axis 404 for purposes of illustration.
  • a curve 406 illustrates the outer extent of the “device colors,” i.e. the colors the printer can actually print.
  • the curve 408 illustrates the outer extent of an input color space, i.e. colors that the printer, which when asked to print, does so by substituting colors that can actually be printed.
  • Colors 410 outside the device colors but inside the input space, are mapped to colors 412 at the device gamut (device colors) surface. Such mapping allows the printer to approximate colors 410 that cannot be accurately printed.
  • Colors 414 entirely within the device colors, are not mapped, thereby preserving their accuracy.
  • FIG. 5 shows a gamut mapping strategy 500 based on a perceptual rendering intent.
  • FIG. 5 is also configured as a two-dimensional slice of CIELab space, showing only the horizontal a-axis 502 and the vertical L-axis 504 for purposes of illustration.
  • a curve 506 illustrates the outer extent of the device colors.
  • the curve 508 illustrates the outer extent of an input space. For example, a color 510 , outside the device colors but inside the input space, is mapped to a color 512 within the region of the device colors, allowing the printer to approximate colors that cannot be accurately printed.
  • Color 514 entirely within the device colors, is mapped to color 516 , thereby preserving the viewer's sense of perception of the relative differences between colors.
  • FIG. 6 shows a custom rendering intent 600 , having similarity to the mapping strategies of FIGS. 4 and 5 .
  • FIG. 6 is also configured as a two-dimensional slice of CIELab space, showing only the horizontal a-axis 602 and the vertical L-axis 604 for purposes of illustration.
  • Curves 606 , 608 illustrate the outer extent of the device colors and the input space, respectively.
  • Color 610 outside the device colors but inside the input space, is mapped to a color 612 within the region of the device colors, allowing the printer to approximate colors that cannot be accurately printed.
  • Color 614 entirely within the device colors, is mapped to a lesser degree than seen in FIG. 5 .
  • the mapping combines some of the advantages and disadvantages of the mapping strategies seen in FIGS. 4 and 5 .
  • FIG. 7 shows the relationship between exemplary software modules supporting the functionality of a document-to-printer color gamut-matching system 700 .
  • the modules seen in FIG. 7 are exemplary, and therefore could be consolidated, fragmented, or otherwise rearranged to result in similar functionality. Similarly, while suggested locations for some modules are indicated, alternate locations could be used.
  • Each software module includes computer- or controller readable media having computer- or controller-readable instructions, which when executed by a controller within a workstation, printer server or printer result in the functionally described. Hardware equivalents to the software instructions may be substituted.
  • FIG. 7 shows pertinent components of workstation 102 and print server 106 .
  • Pertinent components of workstation 102 include document 104 , a preferences interface 702 , and a document requirements module 704 .
  • Pertinent components of print server 106 include an evaluation module 706 , a gamut management module 708 , and a spooler 720 .
  • Preferences interface 702 allows the author of a document to select from among different color gamut mapping strategies. For example, the author may use the preferences interface to instruct the evaluation module 706 to obtain color maps consistent with one of the gamut mapping strategies seen in FIGS. 4 through 6 . In particular, the preferences interface 702 could allow the author to select an accuracy-based mapping strategy, such as seen in FIG. 4 .
  • the preferences interface is adapted to communicate this information to the evaluation module 706 , either over a network or via interprocess communication, where appropriate.
  • Document requirements module 704 is typically located on the workstation or print server.
  • the document requirements module may be incorporated within a document-generating application such as a word processor, a print driver, or may be a stand-alone application.
  • the document requirements module is capable of network communication, and capable of transmitting the color gamut requirements of a document to be printed.
  • the documents requirements module is adapted to assemble the characteristics of the color document 104 , in a manner that provides sufficient information for the evaluation module 706 to determine the color space and requirements of the document. In most cases, all colors associated with the document may be converted into a device independent format, such as CIELab.
  • the document requirements module is adapted to communicate this information to the evaluation module 706 , either over a network or via interprocess communication, where appropriate.
  • the evaluation module 706 is adapted to receive information from the preferences interface 702 and the document requirements module 704 .
  • the evaluation module is also adapted to query the gamut management module 708 for information on individual gamuts.
  • the evaluation module is further adapted to select the printer and gamut most suited to the requirements of the document to be printed. This selection process is made within the constraints of the color gamut information related to the document, the author's preferences, and the available printer's color gamuts.
  • a gamut management module 708 catalogs and organizes gamut libraries 108 , 114 , which include color maps associated with at least one printer.
  • the gamut management module may catalog a large number of color maps, maintaining information including the date of the color map's creation, the printer with which it is associated, the location of the color map, the location of the printer and other data as desired.
  • the color maps may reside on the print server, on the individual printers with which they are associated, or in both locations.
  • the gamut management module 708 is configured to respond to the evaluation module 706 with specific color gamut mapping information associated with one or more color gamuts, derived from one or more color printers.
  • the color gamut information transferred to the evaluation module is in a format that is device independent, such as CIELab, and can include tabular information with content to that seen in FIGS. 4 through 6 .
  • the color map libraries include information associated with a number of printers.
  • the information included within the gamut library may be obtained and stored in a variety of manners.
  • the color gamut information may be stored in within the printer's profile.
  • the printer's profile may be stored on the printer, a printer server or other location.
  • Each printer's gamut information may be obtained from the printer's color map, which may be obtained from the manufacturer or based on product model or family, or may be obtained for each printer in real-time by analyzing the data obtained by sensors located along the paper path.
  • a boundary analysis module 710 is adapted to perform calculations on each color gamut to determine the boundaries. Determination of the boundaries allows analysis of the fit between printers' color gamuts and a document's color space requirements.
  • the boundary analysis calculations may be made mathematically, by constructing a color gamut boundary.
  • the boundary is constructed by choosing, for a particular color gamut and associated printer, a sampling of input color values that will produce device output colors that lie on the gamut boundary. Using the input values associated with the output colors, the color gamut boundary can be constructed in the chosen color space.
  • the color space should be device-independent, such as the CIELab color space seen in FIG. 3 , so that different devices and color gamuts may be equally and objectively compared.
  • a fit analysis module 712 is adapted to perform a best-fit analysis, i.e. the calculations needed to determine the desirability of the match between the document and each color gamut.
  • the gamut matching system may select a printer based on an algorithm or an expert system.
  • the algorithm may be based on any of several methods to analyze the fit between the document and a color gamut. In many cases, the choice of algorithm used may be governed by the preferences indicated by the author within the preferences interface 702 . For example, the author is particularly concerned about accuracy or perceptual rendering intents.
  • the fit-analysis module may perform mean and maximum difference calculations on the boundaries of the color space required by the document and the color space associated with the various printers' color gamuts, to determine the best fit.
  • the fit analysis module may calculate and compare volumes of the color space associated with the document and the color gamuts. As a still further alternative, the fit analysis module may compare the percentage of the document area or the percentage of the colors used by the document that are included within the printer's color gamut.
  • a display module 714 allows the document's author to view, on a display such as a CRT, approximations of what the document would look like when printed out using different printers and different color maps. It is generally the case that a video display will have a color space that is greater than most printers. As a result, an approximation of the printed document, based on a given printer and a given color map, may be made on the video display. The document author may view several such approximations, and select one of for printing.
  • a gamut-mapping module 716 is adapted to transform document colors if no gamut is sufficiently close to the requirements for the document.
  • a printer having characteristics most easily modified to the requirements of the document may be selected, and a custom gamut mapping done to result in satisfactory printing of the document.
  • a custom gamut-mapping module 716 allows the document author to request gamut mapping having a custom mixture of rendering intents, such as accuracy and perception, based on the device colors of a particular printer.
  • a print spooler 720 receives the document 104 with instructions indicating the printer to which the job should be sent, and the color map with which the printer should perform the print job.
  • FIG. 8 shows a method 800 by which a printer, and a particular color map associated with the printer, may be selected for use in printing a color document.
  • the preference interface 702 gathers information on the document author's printing preferences.
  • the preferences may include such factors as the rendering intent of the author. For example, the author may want to stress either an accuracy-based rendering (such as seen in FIG. 4 ) or a perception-based rendering (such as seen in FIG. 5 ).
  • the preferred rendering intent will act as a constraint on the operation of the best-fit analysis module 712 .
  • the document requirements module 704 obtains information on the document's color space requirements, attaches the author's preferences, and transfers the data to the evaluation module 706 .
  • the evaluation module 706 receives the color gamut requirements of the document to be printed, and receives information on the author's gamut preferences.
  • the evaluation module requests the gamut management module to send printer gamut information.
  • the gamut management module determines if the color maps are located in local libraries or remotely on various printers.
  • gamut management module 708 accesses the gamut information.
  • a boundary analysis module 710 analyzes the boundaries of the document and printer color gamuts.
  • the fit analysis module 712 performs a best-fit analysis, i.e. determining which gamut, associated with which printer, is the best fit with respect to the color space of the document to be printed, given the boundaries of the printer color maps determined at block 812 .
  • the custom gamut-mapping module 716 performs custom gamut mapping to further optimize the gamut selected by the fit analysis module.
  • the display module 714 provides the document's author with a preview of the document's printed appearance on a CRT or other output device prior to printing. If the author approves of the appearance, the document is printed through the spooler 720 . If not, the process may be reinitiated.

Abstract

A document-to-printer color gamut matching system enables comparison of at least two color maps in a manner that allows selection of the printer that will result in the best print output. Information related to the document to be printed and information describing the color gamut(s) that each available printer is capable of printing is compared. Each color gamut is evaluated to determine suitability for use with the document. The document-to-printer gamut matching system may provide the author of the document with a number of candidate printers best matched to the printing of the document depending on the rendering intent of the author; may select a printer based on a measurement of best fit; or may generate a custom color map to result in a color gamut that is satisfactory.

Description

TECHNICAL FIELD
This invention concerns document-to-printer color gamut matching. More particularly, this invention relates to the discovery of the color gamut information associated with each of a plurality of printers; to the evaluation and selection of a printer, and a color map on that printer, which is most appropriate to print the document; and to custom document color gamut to printer color gamut mapping.
BACKGROUND
In many applications, such as graphic arts production, it is important that the colors in a printed document match the colors that were desired or expected when the document was created. The expectation may be based on the CRT monitor representation, or based on specifications found in swatch books or embedded within integrated circuits. Ideally, all of the colors in the document would be contained within the “device colors” of the printing device, where device colors are the range of colors accurately processed by a particular device without resorting to color mapping. Unfortunately, containment of a document within the device colors is rarely realized. This is particularly true for subtractive ink-and-media printing systems, which have less color range than most input devices such as scanners or additive output devices such as CRT monitors.
The color gamut of a typical CRT monitor far exceeds that of a printer. Some exceptions may be found in the extreme yellow and cyan-green areas where a printer may have slightly more color range than many monitors. Nevertheless, it follows that a document composed on a monitor may contain colors that cannot be reproduced on a printer. This condition can result in mismatches between the composed document and the printed document.
One way to solve this problem is to limit the colors in the composed document to those colors reproducible by a given printer. This is often not practical, however, since the printer gamut information is not always available. This method also makes the document device-specific and non-portable. A document created in this fashion could not be printed satisfactorily on other printers with different color gamuts, and would have a color space that would appear limited when viewed with a CRT monitor. This would negatively impact documents also used in Internet applications.
A second way to solve the problem is to employ a gamut mapping algorithm. Gamut mapping is a process by which the colors found within a document to be printed are converted by a mapping process into a printer's device colors. Thus, a printer's color gamut would include the printer's device colors, as well as colors that could reasonably be mapped to device colors. Therefore, gamut mapping increases the ability of printers to print documents having a diverse color gamut.
Unfortunately, no gamut mapping algorithm is without drawbacks. As a result, several competing gamut-mapping strategies have relative merits. Each is based on satisfying differing “rendering intents” of the document's author. For example, the rendering intent may be accuracy. In this case, colors within the document that are also within the printer's device colors are reproduced unchanged; other colors are mapped as little as possible to bring them within the printer's device colors. Alternatively, the rendering intent may be perceptual. In this case, colors not within the printer's device colors are mapped onto device colors, and colors within the printer's device colors are mapped to other device colors, thereby preserving some of the relative spacing between colors. Such a strategy tends to preserve the perception of color transitions, but is less successful at preserving accuracy.
A related problem may result where the region corresponding to the device colors of a printer exceed the requirements of a document to be printed. In this case, the gamut mapping may needlessly and automatically be employed, resulting in undesired gamut compression.
In view of the above limitations, printers' generalized gamut mapping algorithms tend to result in color errors related to accuracy, perception and combinations of both. Accordingly, it would be beneficial to develop a document-to-printer color gamut matching system that provides a better match between the color gamut requirements of a document and the color gamut space of a printer.
SUMMARY
A document-to-printer color gamut matching system and method of use allows comparison of the color space of a document to be printed with at least two color gamuts associated with at least one printer, and assists in the selection of the color gamut and printer that will result in the best print output.
According to one aspect of the color gamut matching system, an analysis is performed on the color gamut requirements of a document to be printed. The document's requirements are typically analyzed in terms of a device independent color space, such as CIELab.
The color gamut requirements of the document are evaluated for fit with respect to at least two gamuts associated with at least one printer. The printer gamuts are obtained from libraries that are regularly maintained in response to changes in the availability of printers, and to changes in the color maps present on any given printer. The gamut libraries include gamut-mapping tables typically based on maximizing some combination of absolute colorimetric, perceptual- and saturation-based rendering intents, wherein a rendering intent controls trade-offs made during the rendering process. The color gamut information associated with each printer may be obtained and stored in a variety of manners. Each printer's gamut information may be obtained from the printer's manufacturer, based on product, model or technology, or may be obtained from each printer in real-time by analyzing the data obtained by sensors located along the paper path.
Boundary analysis on the color gamuts of the document and the printers is performed. The boundary analysis is preformed by calculation using an algorithm, whereby a sampling of input color values and measured output values are compared.
A fit analysis is performed on the boundaries to determine which color gamut is the best fit for the document to be printed. The fit analysis typically compares gamut volumes in CIELab space; statistical variations between boundaries; a percentage of document colors found within a printer's color gamut; or other test.
Preferences of the document's author are taken into account during the fit analysis. The document's author may prioritize perceptual-, accuracy- and relative-based rendering intent. The document's author may also preview on a CRT or other output device approximations of the document's printed appearance based on one or more printer's gamuts.
Custom gamut mapping may be used to create a color map for a printer if no printer's gamut is sufficiently close to the document's requirements. The color gamut is typically created for the printer having device colors that are closest to the requirements of the document.
BRIEF DESCRIPTION OF THE DRAWINGS
The same numbers are used throughout the drawings to reference like features and components.
FIG. 1 is a block diagram illustrating an exemplary printing environment.
FIG. 2 is a diagram illustrating sensors within the paper path of a printer used to collect color data from printed media.
FIG. 3 is a diagram representing CIELab color space, showing the color gamuts of two exemplary printers, and a document to be printed.
FIG. 4 is a diagram illustrating a gamut mapping strategy based on absolute colorimetric ICC rendering intent.
FIG. 5 is a diagram illustrating a gamut mapping strategy based on ICC perceptual rendering intent.
FIG. 6 is a diagram illustrating a custom rendering intent.
FIG. 7 is a block diagram illustrating the relationship between exemplary software structures supporting the functionality of document-to-printer color gamut matching.
FIG. 8 is a flow diagram illustrating a method of document-to-printer color gamut matching.
DETAILED DESCRIPTION
Overview
A document-to-printer color gamut matching system is disclosed, whereby the color gamut required to print a document may be compared to at least two color gamuts of at least one printer in a manner that allows selection of the color gamut and printer that will result in the best print output. In operation, information related to the document to be printed and information describing the color gamut(s) that each available printer is capable of printing are compared. Each printer's gamut information may be obtained from the printer's manufacturer, based on product model or technology type, or may be obtained and updated from each printer in real-time by analysis of the data obtained by sensors located along the paper path. Some printers may have a plurality of color gamuts, wherein each gamut is supported by a color map based on a particular rendering intent. The color gamut information may be stored within the printer's profile, and may be located in the printer, a printer server or other device. Each color gamut is evaluated to determine suitability for use with the document. The document-to-printer gamut matching system may provide the author of the document with a number of candidate printers best matched to the printing of the document depending on the rendering intent of the author; e.g. absolute colorimetric, perceptual- or saturation-based rendering intent. Alternatively, the gamut matching system may select a printer based on an algorithm or an expert system. If no gamut is sufficiently close to the document's requirements, a printer having characteristics most easily modifiable to the requirements of the document may be selected, and a custom color map may be generated to result in a color output that is satisfactory.
Exemplary Printing Environment
FIG. 1 illustrates a printing system adapted for use with a document-to-printer color gamut matching system. The printing system is defined within an environment that includes a plurality of devices connected to a network 100. The printing environment of FIG. 1 is generalized, in the sense that a similar printing environment can comprise any number of servers, workstations, and printers that are coupled to one another via a data communication network 100. Network 100 can be any type of network, such as a local area network (LAN) or a wide area network (WAN), using any type of network topology and any network communication protocol. For reasons of illustrative clarity, only a few devices are shown coupled to the network. However, in some applications the network may have tens or hundreds of devices coupled to one another. Furthermore, the network may be coupled to one or more other networks, thereby providing coupling between a greater number of devices. Such can be the case, for example, when networks are coupled together via the Internet.
A workstation 102 is representative of a number of workstations that may be connected to the network. As seen in FIG. 1, the workstation may have a document 104 having color information that an author desires to print. At least one print server 106 is typically available to coordinate the printing of documents sent by the workstation. The print server may include a color gamut map library 108, including a plurality of color maps 110.
A plurality of printers 112 is connected to the network. In the implementation of FIG. 1, the printers are color ink jet printers. However, color output devices based on color laser, CRT, liquid crystal or other technologies could be substituted. When the color maps are not stored on a print server, each printer may have a library 114 including at least one color map 116.
The color maps 110, 116 associated with each printer may be obtained and stored in a variety of manners. Each printer's gamut boundary may be constructed from the printer's color map. Alternatively, a printer might be configured with appropriate sensors so that gamut boundaries can be constructed in real time in response to actual printing characteristics of the printer. Once obtained, the color gamut information may be stored in the printer's profile. A printer profile is a data structure enumerating the printer's characteristics. The profile may be stored on the printer, a printer server or other location.
FIG. 2 shows a sensor array 200 contained in the paper path of a printer 112, and used to collect data in real time from a color document 202 as it is printed. Color information obtained from the sensors provides the data needed to update in real-time the extent of the “device colors,” i.e. the colors the printer can actually print. The gamut over which the device colors extend is influenced by temperature, humidity, printer condition, the age and quality of the ink and other factors. As a result, use of the sensor array allows the extent of the color space of the device colors to be carefully monitored.
By continuously monitoring the color space spanned by the device colors, the gamut boundaries may be continuously updated. The color maps function to map a desired color within the printer's gamut to one of the device colors. The device color to which the document color is mapped is determined by the rendering intent governing trade-offs made during the construction of the color map. If the color space of the device colors changes, a desired device color may not be available, and the gamut boundaries must be changed accordingly. For example, if the gamut boundaries of the device colors recedes somewhat, the color maps should be updated, to allow mapping of gamut colors to device colors that can actually be printed. Failure to update the color maps in response to changes in the device colors results in a faulty mapping process, by which one color that the printer cannot accurately print is mapped to another such color. This results in a reduction of printer accuracy and print quality.
Information from the sensors allows association of CIELab color values with actual color output. As a result, the range of the color space of the device colors can be monitored in real time with respect to an objective standard. The color maps may then be modified, if needed, to result in most advantageous use of the device colors currently available.
Sensor array 200 includes an LED 204 that illuminates the printed document 202. The sensor array of FIG. 2 also has first and second light-to- voltage converters 206 and 208. First light-to-voltage converter 206 is exposed to diffuse light moving generally perpendicularly to the color document. Second light-to-voltage converter 208 is exposed to specular light moving from the paper at an angle equal to the angle of incidence. Use of such measurements allows calculation of the color space of the printer's device colors, and allows color maps 110, 116 to be updated periodically. The measurements also allow comparison of the document color space and device colors.
FIG. 3 illustrates CIELab color space 300, which is more properly known as 1976 CIE L*a*b* Space. CIELab is the second of two standards adopted by the CIE in 1976 as color models that illustrate uniform color spacing in their values.
FIG. 3 shows the color gamuts of two exemplary printers and a document to be printed, in a three-dimensional view in which an L-axis corresponds to lightness; an a-axis is reddish at one end and greenish at the other; and a b-axis is yellowish at one end and bluish at the other. A closed curve 302 represents a three-dimensional form enclosing the color gamut required for ideal printing of a document. A second closed curve 304 represents the color gamut exhibited by a printer chosen from among those on the network 100 having the ability to print the document. A third closed curve 306 represents a three-dimensional form enclosing the color gamut exhibited by a printer not having the ability to print the document. The third three-dimensional form 306 is entirely within, i.e. a subset of, the form 302 required for ideal printing of the document; therefore, the printer associated with form 306 would be unable to print the document in an ideal manner.
FIG. 4 shows a gamut mapping strategy 400 based on an absolute colorimetric rendering intent. FIG. 4 can be best visualized as a two-dimensional slice of CIELab space similar to that of FIG. 3, showing only the horizontal a-axis 402 and the vertical L-axis 404 for purposes of illustration. A curve 406 illustrates the outer extent of the “device colors,” i.e. the colors the printer can actually print. The curve 408 illustrates the outer extent of an input color space, i.e. colors that the printer, which when asked to print, does so by substituting colors that can actually be printed. Colors 410, outside the device colors but inside the input space, are mapped to colors 412 at the device gamut (device colors) surface. Such mapping allows the printer to approximate colors 410 that cannot be accurately printed. Colors 414, entirely within the device colors, are not mapped, thereby preserving their accuracy.
FIG. 5 shows a gamut mapping strategy 500 based on a perceptual rendering intent. FIG. 5 is also configured as a two-dimensional slice of CIELab space, showing only the horizontal a-axis 502 and the vertical L-axis 504 for purposes of illustration. A curve 506 illustrates the outer extent of the device colors. The curve 508 illustrates the outer extent of an input space. For example, a color 510, outside the device colors but inside the input space, is mapped to a color 512 within the region of the device colors, allowing the printer to approximate colors that cannot be accurately printed. Color 514, entirely within the device colors, is mapped to color 516, thereby preserving the viewer's sense of perception of the relative differences between colors.
FIG. 6 shows a custom rendering intent 600, having similarity to the mapping strategies of FIGS. 4 and 5. FIG. 6 is also configured as a two-dimensional slice of CIELab space, showing only the horizontal a-axis 602 and the vertical L-axis 604 for purposes of illustration. Curves 606, 608 illustrate the outer extent of the device colors and the input space, respectively. Color 610, outside the device colors but inside the input space, is mapped to a color 612 within the region of the device colors, allowing the printer to approximate colors that cannot be accurately printed. Color 614, entirely within the device colors, is mapped to a lesser degree than seen in FIG. 5. As a result, the mapping combines some of the advantages and disadvantages of the mapping strategies seen in FIGS. 4 and 5.
Exemplary Print System Architecture
FIG. 7 shows the relationship between exemplary software modules supporting the functionality of a document-to-printer color gamut-matching system 700. The modules seen in FIG. 7 are exemplary, and therefore could be consolidated, fragmented, or otherwise rearranged to result in similar functionality. Similarly, while suggested locations for some modules are indicated, alternate locations could be used. Each software module includes computer- or controller readable media having computer- or controller-readable instructions, which when executed by a controller within a workstation, printer server or printer result in the functionally described. Hardware equivalents to the software instructions may be substituted.
FIG. 7 shows pertinent components of workstation 102 and print server 106. Pertinent components of workstation 102 include document 104, a preferences interface 702, and a document requirements module 704. Pertinent components of print server 106 include an evaluation module 706, a gamut management module 708, and a spooler 720.
Preferences interface 702 allows the author of a document to select from among different color gamut mapping strategies. For example, the author may use the preferences interface to instruct the evaluation module 706 to obtain color maps consistent with one of the gamut mapping strategies seen in FIGS. 4 through 6. In particular, the preferences interface 702 could allow the author to select an accuracy-based mapping strategy, such as seen in FIG. 4. The preferences interface is adapted to communicate this information to the evaluation module 706, either over a network or via interprocess communication, where appropriate.
Document requirements module 704 is typically located on the workstation or print server. In particular, the document requirements module may be incorporated within a document-generating application such as a word processor, a print driver, or may be a stand-alone application. The document requirements module is capable of network communication, and capable of transmitting the color gamut requirements of a document to be printed.
The documents requirements module is adapted to assemble the characteristics of the color document 104, in a manner that provides sufficient information for the evaluation module 706 to determine the color space and requirements of the document. In most cases, all colors associated with the document may be converted into a device independent format, such as CIELab. The document requirements module is adapted to communicate this information to the evaluation module 706, either over a network or via interprocess communication, where appropriate.
The evaluation module 706 is adapted to receive information from the preferences interface 702 and the document requirements module 704. The evaluation module is also adapted to query the gamut management module 708 for information on individual gamuts. The evaluation module is further adapted to select the printer and gamut most suited to the requirements of the document to be printed. This selection process is made within the constraints of the color gamut information related to the document, the author's preferences, and the available printer's color gamuts.
A gamut management module 708 catalogs and organizes gamut libraries 108, 114, which include color maps associated with at least one printer. In many implementations, the gamut management module may catalog a large number of color maps, maintaining information including the date of the color map's creation, the printer with which it is associated, the location of the color map, the location of the printer and other data as desired. The color maps may reside on the print server, on the individual printers with which they are associated, or in both locations.
The gamut management module 708 is configured to respond to the evaluation module 706 with specific color gamut mapping information associated with one or more color gamuts, derived from one or more color printers. Typically, the color gamut information transferred to the evaluation module is in a format that is device independent, such as CIELab, and can include tabular information with content to that seen in FIGS. 4 through 6.
The color map libraries include information associated with a number of printers. The information included within the gamut library may be obtained and stored in a variety of manners. For example, the color gamut information may be stored in within the printer's profile. The printer's profile may be stored on the printer, a printer server or other location. Each printer's gamut information may be obtained from the printer's color map, which may be obtained from the manufacturer or based on product model or family, or may be obtained for each printer in real-time by analyzing the data obtained by sensors located along the paper path.
A boundary analysis module 710 is adapted to perform calculations on each color gamut to determine the boundaries. Determination of the boundaries allows analysis of the fit between printers' color gamuts and a document's color space requirements. The boundary analysis calculations may be made mathematically, by constructing a color gamut boundary. The boundary is constructed by choosing, for a particular color gamut and associated printer, a sampling of input color values that will produce device output colors that lie on the gamut boundary. Using the input values associated with the output colors, the color gamut boundary can be constructed in the chosen color space. The color space should be device-independent, such as the CIELab color space seen in FIG. 3, so that different devices and color gamuts may be equally and objectively compared.
A fit analysis module 712 is adapted to perform a best-fit analysis, i.e. the calculations needed to determine the desirability of the match between the document and each color gamut. The gamut matching system may select a printer based on an algorithm or an expert system. The algorithm may be based on any of several methods to analyze the fit between the document and a color gamut. In many cases, the choice of algorithm used may be governed by the preferences indicated by the author within the preferences interface 702. For example, the author is particularly concerned about accuracy or perceptual rendering intents. The fit-analysis module may perform mean and maximum difference calculations on the boundaries of the color space required by the document and the color space associated with the various printers' color gamuts, to determine the best fit. Alternatively, the fit analysis module may calculate and compare volumes of the color space associated with the document and the color gamuts. As a still further alternative, the fit analysis module may compare the percentage of the document area or the percentage of the colors used by the document that are included within the printer's color gamut.
A display module 714 allows the document's author to view, on a display such as a CRT, approximations of what the document would look like when printed out using different printers and different color maps. It is generally the case that a video display will have a color space that is greater than most printers. As a result, an approximation of the printed document, based on a given printer and a given color map, may be made on the video display. The document author may view several such approximations, and select one of for printing.
A gamut-mapping module 716 is adapted to transform document colors if no gamut is sufficiently close to the requirements for the document. A printer having characteristics most easily modified to the requirements of the document may be selected, and a custom gamut mapping done to result in satisfactory printing of the document. Using the preferences interface 702, a custom gamut-mapping module 716 allows the document author to request gamut mapping having a custom mixture of rendering intents, such as accuracy and perception, based on the device colors of a particular printer.
A print spooler 720 receives the document 104 with instructions indicating the printer to which the job should be sent, and the color map with which the printer should perform the print job.
Exemplary Method of Document-to-Printer Color Gamut Mapping
FIG. 8 shows a method 800 by which a printer, and a particular color map associated with the printer, may be selected for use in printing a color document. At block 802, the preference interface 702 gathers information on the document author's printing preferences. The preferences may include such factors as the rendering intent of the author. For example, the author may want to stress either an accuracy-based rendering (such as seen in FIG. 4) or a perception-based rendering (such as seen in FIG. 5). The preferred rendering intent will act as a constraint on the operation of the best-fit analysis module 712.
At block 804, the document requirements module 704 obtains information on the document's color space requirements, attaches the author's preferences, and transfers the data to the evaluation module 706.
At block 806, the evaluation module 706 receives the color gamut requirements of the document to be printed, and receives information on the author's gamut preferences. The evaluation module requests the gamut management module to send printer gamut information.
At block 807, the gamut management module determines if the color maps are located in local libraries or remotely on various printers.
At block 808, if the gamut information is stored on individual printers, then this information is retrieved from each printer.
At block 810, in the case where gamut information is stored in gamut libraries resident on the print server or other location, gamut management module 708 accesses the gamut information.
At block 812, a boundary analysis module 710 analyzes the boundaries of the document and printer color gamuts.
At block 814, the fit analysis module 712 performs a best-fit analysis, i.e. determining which gamut, associated with which printer, is the best fit with respect to the color space of the document to be printed, given the boundaries of the printer color maps determined at block 812.
At block 816, if needed, the custom gamut-mapping module 716 performs custom gamut mapping to further optimize the gamut selected by the fit analysis module.
At block 818, if desired, the display module 714 provides the document's author with a preview of the document's printed appearance on a CRT or other output device prior to printing. If the author approves of the appearance, the document is printed through the spooler 720. If not, the process may be reinitiated.
Conclusion
By taking into account the preferences of a document's author and the color gamut requirements of a document, and by evaluating the boundary and fit of the color gamuts of available printers or by creating a custom gamut mapping, selection of the most compatible color map available is possible, and the best print output may be realized.
Although the invention has been described in language specific to structural features and/or methodological steps, it is to be understood that the invention defined in the appended claims is not necessarily limited to the specific features or steps described. Rather, the specific features and steps are disclosed as preferred forms of implementing the claimed invention.

Claims (20)

1. A method for printing, comprising:
obtaining color space requirements of a document to be printed, wherein the requirements define a boundary of a color space associated with the document;
obtaining a rendering intent from an author;
selecting a printer from among a plurality of printers based on a best fit as determined by the color space requirements of the document, the rendering intent of the author and gamuts of each of the plurality of printers, wherein each gamut defines a boundary of a device colors space indicating colors printable by the printer; and
determining if color mapping is needed, and if so selecting a color map from a selection comprising:
a first color map based on an absolute colorimetric rendering intent; and
a second color map based on perceptual rendering intent;
wherein selecting based on the best-fit comprises:
comparing the color space requirements of the document with a device colors space of each of two or more printers; and
comparing how well each printer would respond to an author's indicated preference for absolute colorimetric rendering intent or perceptual rendering intent.
2. The method of claim 1, wherein selecting the color map additionally comprises:
giving an author an opportunity to select a color map that balances preservation of color accuracy against color separation; and
using the selected color map in printer selection.
3. The method of claim 1, wherein the selection of color maps additionally comprises:
a third color map, which balances not mapping device colors to preserve their accuracy against mapping device colors to preserve color separation between device colors and colors mapped into the device colors space, wherein the balancing comprises mapping device colors by less distance within the device colors space than they are mapped by the second mapping.
4. The method of claim 1, additionally comprising:
mapping colors within the document according to the selected color map; and
printing the document.
5. The method of claim 1, wherein determining if color mapping is needed is based on the color space requirements of the document, the rendering intent of the author and the device colors space of the selected printer.
6. The method of claim 1, wherein selecting the printer based on best-fit, comprises:
comparing volumes of the color space requirement of the document to the gamuts of each of the plurality of printers;
comparing a percentage of colors within the document included in each of the gamuts of each of the plurality of printers; or
comparing area within the document associated with colors in each of the gamuts of each of the plurality of printers.
7. The method of claim 1, wherein gamuts of each of the plurality of printers are obtained from a library of printer gamut information.
8. The method of claim 1, wherein gamuts of each of the plurality of printers are obtained directly from the printers themselves.
9. A print system, comprising:
a documents requirement module configured to obtain a color space requirements of a document to be printed, wherein the requirements define a boundary of a color space associated with the document;
a preferences interface configured to obtain a rendering intent from an author; and
an evaluation module configured for selecting a printer from among a plurality of printers based on a best fit as determined by the color space requirements of the document, the rendering intent of the author and gamuts of each of the plurality of printers, wherein each gamut defines a boundary of a device colors space indicating colors printable by the printer;
wherein the evaluation module determines if color mapping is needed, and if so uses a color map from a selection comprising:
a first color map based on absolute colorimetric rendering intent; and
a second color map based on perceptual rendering intent;
wherein the evaluation module determines the best fit by a method comprising:
comparing the color space requirements of the document with a device colors space of each of two or more printers; and
comparing how well each printer would respond to an author's indicated preference for absolute colorimetric rendering intent or perceptual rendering intent.
10. The print system of claim 9, wherein the selection additionally comprises:
a third color map, configured combine characteristics of the first and second color maps.
11. The print system of claim 9, wherein the print system is configured to allow selection between the color maps, and the selection comprises:
selecting the color map based on absolute colorimetric rendering intent when user input indicates a preference to preserve color accuracy within the device colors space; and
selecting a color map based on perceptual rendering intent when user input indicates a preference to preserve color separation between colors within the device colors space and colors outside the device colors space.
12. The print system of claim 9, wherein the evaluation module obtains the gamuts of each of the plurality of printers from:
a library of printer gamut information; or
directly from the plurality of printers.
13. The printer system of claim 9, wherein the printer system is configured to allow selection between the first and second color map based on an author's indicated preference for absolute colorimetric rendering intent or perceptual rendering intent.
14. The printer system of claim 9, additionally comprising:
a sensor array configured to evaluate printed documents and update the boundary defining the device colors space of each printer.
15. A print system configured to select a printer to print a document, comprising:
a plurality of printers, wherein a gamut of each printer is defined by a boundary indicating a device colors space comprising colors printable by the printer;
a sensor array configured to evaluate printed documents and update the boundary defining the device colors space for each printer;
a print server configured to select a printer from among the plurality of printers, wherein the selecting is based on a best fit analysis as determined by color space requirements of the document, a rendering intent of an author and gamuts of each of the plurality of printers; and
a custom gamut mapping module, comprising:
a first color map based on absolute colorimetric rendering intent, wherein colors outside the boundary of a device colors space are mapped to the boundary of the device colors space, and colors within the device colors space are not mapped to preserve their accuracy; and
a second color map based on perceptual rendering intent, wherein colors outside the boundary of the input color space are mapped into the device colors space, and colors within the device colors space are mapped to preserve color separation between the them and the colors mapped into the device colors space;
wherein the best-fit analysis, comprises:
comparing the color space requirements of the document with an input color space of each of two or more printers; and
selecting a printer from among those compared according to a criterion based in part on an author's indicated preference for absolute colorimetric rendering intent or perceptual rendering intent.
16. The print system of claim 15, wherein the custom gamut mapping module additionally comprises:
a third color map configured to map device colors by less distance in the device colors space than the colors are mapped by the second mapping.
17. The print system of claim 15, wherein the print system is configured to allow selection between the color maps, and the selection comprises:
selecting the color map based on absolute colorimetric rendering intent when user input indicates preference to preserve color accuracy within the device colors space; and
selecting a color map based on perceptual rendering intent when user input indicates preference to preserve color separation between colors within the device colors space and colors outside the device colors space.
18. The print system of claim 15, wherein the print system is configured to allow selection between the color maps, and the selection additionally comprises:
selecting a color map that balances preservation of color accuracy and color separation when indicated by user input.
19. The print system of claim 15, wherein determining if color mapping is needed is based on the color space requirements of the document, the rendering intent of the author and the device colors space of the selected printer.
20. The print system of claim 15, wherein the best-fit analysis, comprises:
using an algorithm to determine best fit, wherein the algorithm is selected in response to input from the author.
US09/835,163 2001-04-13 2001-04-13 Document-to-printer color gamut matching Expired - Fee Related US7355745B2 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
US09/835,163 US7355745B2 (en) 2001-04-13 2001-04-13 Document-to-printer color gamut matching

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US09/835,163 US7355745B2 (en) 2001-04-13 2001-04-13 Document-to-printer color gamut matching

Publications (2)

Publication Number Publication Date
US20020149786A1 US20020149786A1 (en) 2002-10-17
US7355745B2 true US7355745B2 (en) 2008-04-08

Family

ID=25268770

Family Applications (1)

Application Number Title Priority Date Filing Date
US09/835,163 Expired - Fee Related US7355745B2 (en) 2001-04-13 2001-04-13 Document-to-printer color gamut matching

Country Status (1)

Country Link
US (1) US7355745B2 (en)

Cited By (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060126957A1 (en) * 2004-12-14 2006-06-15 Roberts Eric J Error diffusion-based image processing
US20060250623A1 (en) * 2005-05-03 2006-11-09 Canon Kabushiki Kaisha Creation of transform-based profiles by a measurement-based color management system
US20070002345A1 (en) * 2005-06-30 2007-01-04 Gondak Jay S Color map selection
US20070033523A1 (en) * 2005-07-25 2007-02-08 Hisashi Tanaka Method, apparatus, and system for delivering information with improved user operability
US20080180704A1 (en) * 2007-01-12 2008-07-31 Sharp Kabushiki Kaisha Image document creation device, method for printing image document, program for printing image document, and recording medium
US20090122325A1 (en) * 2007-11-09 2009-05-14 Xerox Corporation Automated methods and systems for assessing and summarizing gamut requirements
US20090185202A1 (en) * 2008-01-18 2009-07-23 Xerox Corporation Methods and systems for selecting printing materials
US20090185203A1 (en) * 2008-01-18 2009-07-23 Xerox Corporation Methods and systems for automated load balancing of color print jobs
US20110304866A1 (en) * 2010-06-10 2011-12-15 Toshiba Tec Kabushiki Kaisha Print server and print control method
US10009517B1 (en) 2016-12-14 2018-06-26 Xerox Corporation Extended gamut colorant for print job based on user preferences
US20190258437A1 (en) * 2018-02-20 2019-08-22 Ricoh Company, Ltd. Dynamic color matching between printers and print jobs
US10628220B2 (en) * 2015-11-02 2020-04-21 Fujitsu Limited Information processing system, information processing method, and non-transitory computer-readable storage medium for storing program
US11385844B2 (en) * 2020-07-22 2022-07-12 Seiko Epson Corporation Printing system and printing method

Families Citing this family (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP3894302B2 (en) * 2002-03-25 2007-03-22 セイコーエプソン株式会社 Image display system, image processing method, program, and information storage medium
US20050024430A1 (en) * 2003-07-14 2005-02-03 Kress William C. Printer profile mapping of input primaries to output primaries
US7474438B2 (en) * 2003-07-31 2009-01-06 Hewlett-Packard Development Company, L.P. Wide gamut mapping method and apparatus
US20050073731A1 (en) * 2003-10-03 2005-04-07 Deer Anna Y. Color correction method for an imaging system
KR20050109663A (en) * 2004-05-17 2005-11-22 삼성전자주식회사 Method and apparatus for creating profile
JP2005348067A (en) * 2004-06-02 2005-12-15 Konica Minolta Medical & Graphic Inc Image output system and image output method
KR100699493B1 (en) * 2004-11-11 2007-03-26 삼성전자주식회사 Method and apparatus for generating preview image
US20070002342A1 (en) * 2005-06-29 2007-01-04 Xerox Corporation Systems and methods for evaluating named colors against specified print engines
KR101303874B1 (en) * 2006-02-10 2013-09-04 삼성전자주식회사 Apparatus and method for gamut mapping
WO2007137624A1 (en) * 2006-06-01 2007-12-06 Hewlett-Packard Development Company, L.P. Ad-hoc color gamut representation
US20080204772A1 (en) * 2007-02-23 2008-08-28 Kauffman David S Method and apparatus for processing a print order
JP4517308B2 (en) * 2007-12-13 2010-08-04 ソニー株式会社 Information processing apparatus and method, program, and information processing system
US20090180128A1 (en) * 2008-01-16 2009-07-16 Fowler John H Simplified color workflow
US8953219B2 (en) * 2008-11-03 2015-02-10 Quad/Graphics, Inc. Methods for determining printer adjustments to accommodate proof/print substrate color differences
US9906660B2 (en) * 2009-06-16 2018-02-27 International Business Machines Corporation System and apparatus for generation of executables for a heterogeneous mix of multifunction printers
JP6841124B2 (en) * 2017-03-30 2021-03-10 セイコーエプソン株式会社 Information processing system and information processing equipment
BE1026562B1 (en) * 2018-08-22 2020-03-26 Drukkerij Voet Bvba METHOD AND SYSTEM FOR INCREASING PRINT QUALITY
CN113940050A (en) * 2019-06-13 2022-01-14 惠普发展公司,有限责任合伙企业 Color matching

Citations (25)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5508826A (en) * 1993-04-27 1996-04-16 Lloyd; William J. Method and apparatus for calibrated digital printing using a four by four transformation matrix
US5668636A (en) * 1995-12-20 1997-09-16 Xerox Corporation Embedded data controlled digital highlight color copier
US5806081A (en) * 1994-07-01 1998-09-08 Apple Computer Inc. Method and system for embedding a device profile into a document and extracting a device profile from a document in a color management system
US6173072B1 (en) * 1998-04-30 2001-01-09 Xerox Corporation Method and system for selective rendering of color space data
US6198843B1 (en) * 1997-03-07 2001-03-06 Toyo Ink Mfg. Co. Ltd. Method and apparatus for color gamut mapping
US6222648B1 (en) * 1997-01-21 2001-04-24 Xerox Corporation On line compensation for slow drift of color fidelity in document output terminals (DOT)
US6229915B1 (en) * 1996-08-22 2001-05-08 Fuji Photo Film Co., Ltd. Method of converting data of a first colorimetric system to data of a second colorimetric system, including a mapping of out of boundary data
US6268930B1 (en) * 1993-09-29 2001-07-31 Canon Kabushiki Kaisha System for judging whether color data is within a gamut of an output device
US20010043357A1 (en) * 1997-06-20 2001-11-22 Seiko Epson Corporation Printing system and printing method for selecting an optimum printing for printing
US6437792B1 (en) * 1999-01-22 2002-08-20 Sony Corporation Image processing apparatus and method, color gamut conversion table creating apparatus and method, storage medium having image processing program recorded therein, and storage medium having recorded therein color gamut conversion table creating program
US20020163669A1 (en) * 2001-03-26 2002-11-07 Seiko Epson Corporation Medium recording color transformation lookup table, printing apparatus, printing method, medium recording printing program, and medium recording color transformation program
US6480299B1 (en) * 1997-11-25 2002-11-12 University Technology Corporation Color printer characterization using optimization theory and neural networks
US6549654B1 (en) * 1998-04-27 2003-04-15 Canon Kabushiki Kaisha Image processing method and apparatus and storage medium storing processes of executing the method
US6603483B1 (en) * 1999-11-15 2003-08-05 Canon Kabushiki Kaisha Color management and proofing architecture
US6606165B1 (en) * 1995-08-07 2003-08-12 T/R Systems, Inc. Method and apparatus for routing pages to printers in a multi-print engine as a function of print job parameters
US20030164968A1 (en) * 2002-02-19 2003-09-04 Canon Kabushiki Kaisha Color processing apparatus and method
US6633400B1 (en) * 1998-02-02 2003-10-14 Brother Kogyo Kabushiki Kaisha Print system
US6646762B1 (en) * 1999-11-05 2003-11-11 Xerox Corporation Gamut mapping preserving local luminance differences
US6693718B1 (en) * 1998-05-29 2004-02-17 Canon Kabushiki Kaisha Image processing apparatus and method for processing a color image, and storage medium storing program code of the method
US6757071B1 (en) * 1999-11-09 2004-06-29 Xerox Corporation Intelligent printer driver and user interface and method to recommend and/or automatically modify a document for printing, and a method therefore
US20040135793A1 (en) * 2002-12-27 2004-07-15 Canon Kabushiki Kaisha Color image processing device, color image processing method, recording medium, and program
US7046391B1 (en) * 1995-08-07 2006-05-16 Electronics For Imaging, Inc. Method and apparatus for providing a color-balanced multiple print engine
US7161710B1 (en) * 2000-09-01 2007-01-09 Adobe Systems Incorporated Composite rendering intent for color proofing applications
US7230737B1 (en) * 1999-09-17 2007-06-12 Canon Kabushiki Kaisha Image processing method and apparatus
US20070263237A1 (en) * 2006-05-09 2007-11-15 Xerox Corporation System and method for selecting a proof printer for a given production printer

Patent Citations (25)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5508826A (en) * 1993-04-27 1996-04-16 Lloyd; William J. Method and apparatus for calibrated digital printing using a four by four transformation matrix
US6268930B1 (en) * 1993-09-29 2001-07-31 Canon Kabushiki Kaisha System for judging whether color data is within a gamut of an output device
US5806081A (en) * 1994-07-01 1998-09-08 Apple Computer Inc. Method and system for embedding a device profile into a document and extracting a device profile from a document in a color management system
US7046391B1 (en) * 1995-08-07 2006-05-16 Electronics For Imaging, Inc. Method and apparatus for providing a color-balanced multiple print engine
US6606165B1 (en) * 1995-08-07 2003-08-12 T/R Systems, Inc. Method and apparatus for routing pages to printers in a multi-print engine as a function of print job parameters
US5668636A (en) * 1995-12-20 1997-09-16 Xerox Corporation Embedded data controlled digital highlight color copier
US6229915B1 (en) * 1996-08-22 2001-05-08 Fuji Photo Film Co., Ltd. Method of converting data of a first colorimetric system to data of a second colorimetric system, including a mapping of out of boundary data
US6222648B1 (en) * 1997-01-21 2001-04-24 Xerox Corporation On line compensation for slow drift of color fidelity in document output terminals (DOT)
US6198843B1 (en) * 1997-03-07 2001-03-06 Toyo Ink Mfg. Co. Ltd. Method and apparatus for color gamut mapping
US20010043357A1 (en) * 1997-06-20 2001-11-22 Seiko Epson Corporation Printing system and printing method for selecting an optimum printing for printing
US6480299B1 (en) * 1997-11-25 2002-11-12 University Technology Corporation Color printer characterization using optimization theory and neural networks
US6633400B1 (en) * 1998-02-02 2003-10-14 Brother Kogyo Kabushiki Kaisha Print system
US6549654B1 (en) * 1998-04-27 2003-04-15 Canon Kabushiki Kaisha Image processing method and apparatus and storage medium storing processes of executing the method
US6173072B1 (en) * 1998-04-30 2001-01-09 Xerox Corporation Method and system for selective rendering of color space data
US6693718B1 (en) * 1998-05-29 2004-02-17 Canon Kabushiki Kaisha Image processing apparatus and method for processing a color image, and storage medium storing program code of the method
US6437792B1 (en) * 1999-01-22 2002-08-20 Sony Corporation Image processing apparatus and method, color gamut conversion table creating apparatus and method, storage medium having image processing program recorded therein, and storage medium having recorded therein color gamut conversion table creating program
US7230737B1 (en) * 1999-09-17 2007-06-12 Canon Kabushiki Kaisha Image processing method and apparatus
US6646762B1 (en) * 1999-11-05 2003-11-11 Xerox Corporation Gamut mapping preserving local luminance differences
US6757071B1 (en) * 1999-11-09 2004-06-29 Xerox Corporation Intelligent printer driver and user interface and method to recommend and/or automatically modify a document for printing, and a method therefore
US6603483B1 (en) * 1999-11-15 2003-08-05 Canon Kabushiki Kaisha Color management and proofing architecture
US7161710B1 (en) * 2000-09-01 2007-01-09 Adobe Systems Incorporated Composite rendering intent for color proofing applications
US20020163669A1 (en) * 2001-03-26 2002-11-07 Seiko Epson Corporation Medium recording color transformation lookup table, printing apparatus, printing method, medium recording printing program, and medium recording color transformation program
US20030164968A1 (en) * 2002-02-19 2003-09-04 Canon Kabushiki Kaisha Color processing apparatus and method
US20040135793A1 (en) * 2002-12-27 2004-07-15 Canon Kabushiki Kaisha Color image processing device, color image processing method, recording medium, and program
US20070263237A1 (en) * 2006-05-09 2007-11-15 Xerox Corporation System and method for selecting a proof printer for a given production printer

Cited By (23)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7639887B2 (en) * 2004-12-14 2009-12-29 Intel Corporation Error diffusion-based image processing
US8705888B2 (en) 2004-12-14 2014-04-22 Intel Corporation Error diffusion-based image processing
US8077993B2 (en) 2004-12-14 2011-12-13 Intel Corporation Error diffusion-based image processing
US20060126957A1 (en) * 2004-12-14 2006-06-15 Roberts Eric J Error diffusion-based image processing
US20100053655A1 (en) * 2004-12-14 2010-03-04 Intel Corporation Error diffusion-based image processing
US20060250623A1 (en) * 2005-05-03 2006-11-09 Canon Kabushiki Kaisha Creation of transform-based profiles by a measurement-based color management system
US7715070B2 (en) * 2005-05-03 2010-05-11 Canon Kabushiki Kaisha Creation of transform-based profiles by a measurement-based color management system
US7463385B2 (en) * 2005-06-30 2008-12-09 Hewlett-Packard Development Company, L.P. Color map selection
US20070002345A1 (en) * 2005-06-30 2007-01-04 Gondak Jay S Color map selection
US20070033523A1 (en) * 2005-07-25 2007-02-08 Hisashi Tanaka Method, apparatus, and system for delivering information with improved user operability
US20080180704A1 (en) * 2007-01-12 2008-07-31 Sharp Kabushiki Kaisha Image document creation device, method for printing image document, program for printing image document, and recording medium
US7933042B2 (en) * 2007-01-12 2011-04-26 Sharp Kabushiki Kaisha Image document creation device, method for printing image document, program for printing image document, and recording medium
US20090122325A1 (en) * 2007-11-09 2009-05-14 Xerox Corporation Automated methods and systems for assessing and summarizing gamut requirements
US8564828B2 (en) * 2007-11-09 2013-10-22 Xerox Corporation Automated methods and systems for assessing and summarizing gamut requirements
US20090185202A1 (en) * 2008-01-18 2009-07-23 Xerox Corporation Methods and systems for selecting printing materials
US20090185203A1 (en) * 2008-01-18 2009-07-23 Xerox Corporation Methods and systems for automated load balancing of color print jobs
US20110304866A1 (en) * 2010-06-10 2011-12-15 Toshiba Tec Kabushiki Kaisha Print server and print control method
US8717620B2 (en) * 2010-06-10 2014-05-06 Kabushiki Kaisha Toshiba Print server and print control method
US10628220B2 (en) * 2015-11-02 2020-04-21 Fujitsu Limited Information processing system, information processing method, and non-transitory computer-readable storage medium for storing program
US10009517B1 (en) 2016-12-14 2018-06-26 Xerox Corporation Extended gamut colorant for print job based on user preferences
US20190258437A1 (en) * 2018-02-20 2019-08-22 Ricoh Company, Ltd. Dynamic color matching between printers and print jobs
US10419645B2 (en) * 2018-02-20 2019-09-17 Ricoh Company, Ltd. Dynamic color matching between printers and print jobs
US11385844B2 (en) * 2020-07-22 2022-07-12 Seiko Epson Corporation Printing system and printing method

Also Published As

Publication number Publication date
US20020149786A1 (en) 2002-10-17

Similar Documents

Publication Publication Date Title
US7355745B2 (en) Document-to-printer color gamut matching
EP1104175B1 (en) Calibration system for a color reproduction device
US5612902A (en) Method and system for analytic generation of multi-dimensional color lookup tables
US7298513B2 (en) Image processing system and method of controlling same
US7068380B2 (en) Print media catalog service
CN102638640B (en) Image processing apparatus, image processing method, and image processing program
EP0881826B1 (en) Image processing method, and image processing apparatus
US6088038A (en) Arrangement for mapping colors between imaging systems and method therefor
US7990592B2 (en) Methods and systems to produce consistent spot colors for multi-color print engines
US7206094B2 (en) Image processing method and apparatus, and profile management method
EP1014685B1 (en) Dynamic optimized color LUT transformations based upon image requirements
EP2278787A2 (en) Information processing apparatus and computer readable medium
US20020149785A1 (en) Automatic printer color correction based on characterization data of a color ink cartridge
EP1756749B1 (en) Generation of color measurements from transform-based color profiles and creation of transform-based profiles by a measurement-based color management system
US20080043264A1 (en) Spot color controls and method
EP0981897B1 (en) Arrangement for efficient characterization of printing devices and method therefor
CN101252635A (en) Image processing apparatus and image processing method
JPH1032724A (en) Color conversion parameter setting device
US20040141192A1 (en) Proof-document formatting to enable full-capability remote proofing in a completely standard proofing station
JPH10276294A (en) Network server and image processing method
US6714319B1 (en) On-line piecewise homeomorphism model prediction, control and calibration system for a dynamically varying color marking device
JP2009010983A (en) Method of associating different image display devices, color error detection method, and color measurement device
US6873432B1 (en) Method and apparatus for representing color space transformations with a piecewise homeomorphism
JP2003125224A (en) Apparatus and method for adjusting profile
JP2004064545A (en) Information processing apparatus, system, method, and storage medium

Legal Events

Date Code Title Description
AS Assignment

Owner name: HEWLETT-PACKARD COMPANY, COLORADO

Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNORS:HUDSON, KEVIN R.;ZENG, HUANZHAO;REEL/FRAME:011957/0494

Effective date: 20010411

AS Assignment

Owner name: HEWLETT-PACKARD DEVELOPMENT COMPANY L.P., TEXAS

Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:HEWLETT-PACKARD COMPANY;REEL/FRAME:014061/0492

Effective date: 20030926

Owner name: HEWLETT-PACKARD DEVELOPMENT COMPANY L.P.,TEXAS

Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:HEWLETT-PACKARD COMPANY;REEL/FRAME:014061/0492

Effective date: 20030926

CC Certificate of correction
FPAY Fee payment

Year of fee payment: 4

REMI Maintenance fee reminder mailed
LAPS Lapse for failure to pay maintenance fees
STCH Information on status: patent discontinuation

Free format text: PATENT EXPIRED DUE TO NONPAYMENT OF MAINTENANCE FEES UNDER 37 CFR 1.362

FP Lapsed due to failure to pay maintenance fee

Effective date: 20160408